PMSI Data Exploration

Dataset statistics

Number of variables	53
Number of observations	8436087
Missing cells	14486537
Missing cells (%)	3.2%
Duplicate rows	118
Duplicate rows (%)	< 0.1%
Total size in memory	3.4 GiB
Average record size in memory	432.0 B

Variable types

Unsupported	6
Numeric	19
Categorical	28

Alerts

Dataset has 118 (< 0.1%) duplicate rows	Duplicates
`ghm2` has a high cardinality: 2071 distinct values	High cardinality
`anonyme` has a high cardinality: 3579198 distinct values	High cardinality
`dp` has a high cardinality: 11751 distinct values	High cardinality
`dr` has a high cardinality: 7256 distinct values	High cardinality
`ghm_racine` has a high cardinality: 614 distinct values	High cardinality
`departement` has a high cardinality: 92 distinct values	High cardinality
`id_dep` has a high cardinality: 92 distinct values	High cardinality
`Libellé GHM` has a high cardinality: 2071 distinct values	High cardinality
`racine` has a high cardinality: 614 distinct values	High cardinality
`Libellé GHM Racine` has a high cardinality: 614 distinct values	High cardinality
`lib_dp` has a high cardinality: 11749 distinct values	High cardinality
`top1_lib_dp_patients_None` has a high cardinality: 731 distinct values	High cardinality
`top3_region_label_patients_None` has a high cardinality: 199 distinct values	High cardinality
`top1_lib_dp_patients_SUV` has a high cardinality: 991 distinct values	High cardinality
`top3_region_label_patients_SUV` has a high cardinality: 640 distinct values	High cardinality
`top1_lib_dp_patients_CMU` has a high cardinality: 743 distinct values	High cardinality
`top3_region_label_patients_CMU` has a high cardinality: 251 distinct values	High cardinality
`top1_lib_dp_patients_AME` has a high cardinality: 846 distinct values	High cardinality
`top3_region_label_patients_AME` has a high cardinality: 260 distinct values	High cardinality
`annee` is highly correlated with `ano_date`	High correlation
`duree` is highly correlated with `cost`	High correlation
`ano_date` is highly correlated with `annee`	High correlation
`cost` is highly correlated with `duree`	High correlation
`annee` is highly correlated with `ano_date`	High correlation
`duree` is highly correlated with `cost`	High correlation
`supp_rea` is highly correlated with `nbActe` and 1 other fields	High correlation
`ano_date` is highly correlated with `annee`	High correlation
`nbActe` is highly correlated with `supp_rea` and 1 other fields	High correlation
`cost` is highly correlated with `duree` and 2 other fields	High correlation
`duree` is highly correlated with `cost`	High correlation
`cost` is highly correlated with `duree`	High correlation
`departement` is highly correlated with `id_dep` and 3 other fields	High correlation
`id_dep` is highly correlated with `departement` and 3 other fields	High correlation
`region` is highly correlated with `departement` and 3 other fields	High correlation
`label_cmd` is highly correlated with `hp_type` and 1 other fields	High correlation
`severity` is highly correlated with `hp_type`	High correlation
`population_region` is highly correlated with `departement` and 3 other fields	High correlation
`hp_type` is highly correlated with `label_cmd` and 1 other fields	High correlation
`grp_cln` is highly correlated with `label_cmd`	High correlation
`region_label` is highly correlated with `departement` and 3 other fields	High correlation
`annee` is highly correlated with `ano_date`	High correlation
`age` is highly correlated with `label_cmd`	High correlation
`duree` is highly correlated with `cost`	High correlation
`supp_rea` is highly correlated with `cost`	High correlation
`supp_si` is highly correlated with `supp_stf`	High correlation
`supp_stf` is highly correlated with `supp_si` and 1 other fields	High correlation
`supp_rep` is highly correlated with `cost`	High correlation
`ano_date` is highly correlated with `annee`	High correlation
`modeEntree` is highly correlated with `label_cmd` and 1 other fields	High correlation
`motif` is highly correlated with `raison` and 2 other fields	High correlation
`cost` is highly correlated with `duree` and 3 other fields	High correlation
`raison` is highly correlated with `motif` and 5 other fields	High correlation
`hp_type` is highly correlated with `severity` and 3 other fields	High correlation
`severity` is highly correlated with `hp_type` and 2 other fields	High correlation
`cmd` is highly correlated with `hp_type` and 3 other fields	High correlation
`departement` is highly correlated with `motif` and 6 other fields	High correlation
`id_dep` is highly correlated with `motif` and 6 other fields	High correlation
`region_label` is highly correlated with `raison` and 5 other fields	High correlation
`population_region` is highly correlated with `raison` and 5 other fields	High correlation
`label_cmd` is highly correlated with `age` and 5 other fields	High correlation
`region` is highly correlated with `raison` and 5 other fields	High correlation
`effectif_region_2020` is highly correlated with `departement` and 4 other fields	High correlation
`grp_cln` is highly correlated with `modeEntree` and 3 other fields	High correlation
`cmu` has 632275 (7.5%) missing values	Missing
`motif` has 7283520 (86.3%) missing values	Missing
`dr` has 6570678 (77.9%) missing values	Missing
`supp_rea` is highly skewed (γ1 = 56.47583919)	Skewed
`supp_si` is highly skewed (γ1 = 256.8533838)	Skewed
`supp_stf` is highly skewed (γ1 = 59.21071505)	Skewed
`supp_src` is highly skewed (γ1 = 93.41008611)	Skewed
`supp_nn1` is highly skewed (γ1 = 39.37111543)	Skewed
`supp_nn2` is highly skewed (γ1 = 64.24186594)	Skewed
`supp_nn3` is highly skewed (γ1 = 95.89343888)	Skewed
`supp_rep` is highly skewed (γ1 = 173.3399859)	Skewed
`nbActe` is highly skewed (γ1 = 28.03181974)	Skewed
`finess` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`sexe` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`GHS` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`modeSortie` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`cmu` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`top3_Libellé GHM_patients` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`age` has 463977 (5.5%) zeros	Zeros
`duree` has 3417477 (40.5%) zeros	Zeros
`supp_rea` has 8343918 (98.9%) zeros	Zeros
`supp_si` has 8387701 (99.4%) zeros	Zeros
`supp_stf` has 8233301 (97.6%) zeros	Zeros
`supp_src` has 8275774 (98.1%) zeros	Zeros
`supp_nn1` has 8394806 (99.5%) zeros	Zeros
`supp_nn2` has 8418641 (99.8%) zeros	Zeros
`supp_nn3` has 8426871 (99.9%) zeros	Zeros
`supp_rep` has 8421120 (99.8%) zeros	Zeros
`nbActe` has 2113252 (25.1%) zeros	Zeros

Reproduction

Analysis started	2022-03-29 10:45:06.892268
Analysis finished	2022-03-29 11:21:18.660790
Duration	36 minutes and 11.77 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

finess
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

mois
Real number (ℝ_≥0)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.467786902

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.434324781
Coefficient of variation (CV)	0.5309891673
Kurtosis	-1.216453641
Mean	6.467786902
Median Absolute Deviation (MAD)	3
Skewness	-0.001480230321
Sum	54562813
Variance	11.7945867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
10	758554	9.0%
3	741628	8.8%
6	733999	8.7%
7	726105	8.6%
9	724177	8.6%
1	714870	8.5%
11	694109	8.2%
4	687223	8.1%
5	684782	8.1%
2	684494	8.1%
Other values (2)	1286146	15.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	714870	8.5%
2	684494	8.1%
3	741628	8.8%
4	687223	8.1%
5	684782	8.1%
6	733999	8.7%
7	726105	8.6%
8	644386	7.6%
9	724177	8.6%
10	758554	9.0%

Value	Count	Frequency (%)
12	641760	7.6%
11	694109	8.2%
10	758554	9.0%
9	724177	8.6%
8	644386	7.6%
7	726105	8.6%
6	733999	8.7%
5	684782	8.1%
4	687223	8.1%
3	741628	8.8%

annee
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2017.1655

Minimum	2012
Maximum	2021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	2012
5-th percentile	2012
Q1	2015
median	2018
Q3	2020
95-th percentile	2021
Maximum	2021
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.862326397
Coefficient of variation (CV)	0.00141898441
Kurtosis	-1.139887454
Mean	2017.1655
Median Absolute Deviation (MAD)	2
Skewness	-0.301236722
Sum	1.701698365 × 10¹⁰
Variance	8.192912401
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2021	1199595	14.2%
2020	1104689	13.1%
2019	1079405	12.8%
2018	888920	10.5%
2017	789612	9.4%
2016	747399	8.9%
2015	713405	8.5%
2014	678502	8.0%
2013	618513	7.3%
2012	616047	7.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2012	616047	7.3%
2013	618513	7.3%
2014	678502	8.0%
2015	713405	8.5%
2016	747399	8.9%
2017	789612	9.4%
2018	888920	10.5%
2019	1079405	12.8%
2020	1104689	13.1%
2021	1199595	14.2%

Value	Count	Frequency (%)
2021	1199595	14.2%
2020	1104689	13.1%
2019	1079405	12.8%
2018	888920	10.5%
2017	789612	9.4%
2016	747399	8.9%
2015	713405	8.5%
2014	678502	8.0%
2013	618513	7.3%
2012	616047	7.3%

sexe
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

ghm2
Categorical

HIGH CARDINALITY

Distinct	2071
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

28Z04Z	472898
28Z07Z	346199
28Z17Z	195174
20Z051	178104
14Z14A	155348
Other values (2066)	7088364

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	05M13T
2nd row	05M13T
3rd row	05M13T
4th row	05M13T
5th row	05M13T

Common Values

Value	Count	Frequency (%)
28Z04Z	472898	5.6%
28Z07Z	346199	4.1%
28Z17Z	195174	2.3%
20Z051	178104	2.1%
14Z14A	155348	1.8%
14Z08Z	121855	1.4%
28Z18Z	121361	1.4%
06K04J	111020	1.3%
23M20T	88700	1.1%
15M05A	77604	0.9%
Other values (2061)	6567824	77.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
28z04z	472898	5.6%
28z07z	346199	4.1%
28z17z	195174	2.3%
20z051	178104	2.1%
14z14a	155348	1.8%
14z08z	121855	1.4%
28z18z	121361	1.4%
06k04j	111020	1.3%
23m20t	88700	1.1%
15m05a	77604	0.9%
Other values (2061)	6567824	77.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

GHS
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

age
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	121
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.53221843

Minimum	0
Maximum	133
Zeros	463977
Zeros (%)	5.5%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	19
median	37
Q3	54
95-th percentile	71
Maximum	133
Range	133
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	22.18349634
Coefficient of variation (CV)	0.607231022
Kurtosis	-0.8259814335
Mean	36.53221843
Median Absolute Deviation (MAD)	17
Skewness	0.01157510785
Sum	308188973
Variance	492.1075097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	463977	5.5%
1	184458	2.2%
2	136821	1.6%
32	134904	1.6%
30	133530	1.6%
33	133220	1.6%
31	133140	1.6%
29	132163	1.6%
53	132092	1.6%
51	131921	1.6%
Other values (111)	6719861	79.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	463977	5.5%
1	184458	2.2%
2	136821	1.6%
3	123255	1.5%
4	104929	1.2%
5	88216	1.0%
6	74645	0.9%
7	64734	0.8%
8	60666	0.7%
9	57057	0.7%

Value	Count	Frequency (%)
133	2	< 0.1%
132	1	< 0.1%
125	1	< 0.1%
123	1	< 0.1%
120	1	< 0.1%
118	2	< 0.1%
117	3	< 0.1%
116	7	< 0.1%
115	3	< 0.1%
113	2	< 0.1%

duree
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	473
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.154064438

Minimum	0
Maximum	1645
Zeros	3417477
Zeros (%)	40.5%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	13
Maximum	1645
Range	1645
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	7.729717129
Coefficient of variation (CV)	2.4507163
Kurtosis	1241.297192
Mean	3.154064438
Median Absolute Deviation (MAD)	1
Skewness	17.57113827
Sum	26607962
Variance	59.7485269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3417477	40.5%
1	1502202	17.8%
2	805276	9.5%
3	612202	7.3%
4	492435	5.8%
5	311205	3.7%
6	229280	2.7%
7	192810	2.3%
8	136905	1.6%
9	98266	1.2%
Other values (463)	638029	7.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3417477	40.5%
1	1502202	17.8%
2	805276	9.5%
3	612202	7.3%
4	492435	5.8%
5	311205	3.7%
6	229280	2.7%
7	192810	2.3%
8	136905	1.6%
9	98266	1.2%

Value	Count	Frequency (%)
1645	1	< 0.1%
1478	1	< 0.1%
1246	1	< 0.1%
1192	1	< 0.1%
1021	1	< 0.1%
938	1	< 0.1%
922	1	< 0.1%
843	1	< 0.1%
835	1	< 0.1%
831	1	< 0.1%

supp_rea
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	214
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1062228258

Minimum	0
Maximum	890
Zeros	8343918
Zeros (%)	98.9%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	890
Range	890
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.863669066
Coefficient of variation (CV)	17.54490197
Kurtosis	10366.36004
Mean	0.1062228258
Median Absolute Deviation (MAD)	0
Skewness	56.47583919
Sum	896105
Variance	3.473262387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8343918	98.9%
2	13438	0.2%
1	12566	0.1%
3	10283	0.1%
4	7849	0.1%
5	6180	0.1%
6	4994	0.1%
7	4251	0.1%
8	3296	< 0.1%
9	2781	< 0.1%
Other values (204)	26531	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8343918	98.9%
1	12566	0.1%
2	13438	0.2%
3	10283	0.1%
4	7849	0.1%
5	6180	0.1%
6	4994	0.1%
7	4251	0.1%
8	3296	< 0.1%
9	2781	< 0.1%

Value	Count	Frequency (%)
890	1	< 0.1%
516	1	< 0.1%
442	1	< 0.1%
419	1	< 0.1%
394	1	< 0.1%
327	1	< 0.1%
322	1	< 0.1%
299	1	< 0.1%
297	1	< 0.1%
291	1	< 0.1%

supp_si
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	93
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01533092297

Minimum	0
Maximum	364
Zeros	8387701
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	364
Range	364
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4529428774
Coefficient of variation (CV)	29.54439717
Kurtosis	145985.7319
Mean	0.01533092297
Median Absolute Deviation (MAD)	0
Skewness	256.8533838
Sum	129333
Variance	0.2051572501
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8387701	99.4%
1	24998	0.3%
2	9823	0.1%
3	4863	0.1%
4	2759	< 0.1%
5	1616	< 0.1%
6	1101	< 0.1%
7	801	< 0.1%
8	488	< 0.1%
9	345	< 0.1%
Other values (83)	1592	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8387701	99.4%
1	24998	0.3%
2	9823	0.1%
3	4863	0.1%
4	2759	< 0.1%
5	1616	< 0.1%
6	1101	< 0.1%
7	801	< 0.1%
8	488	< 0.1%
9	345	< 0.1%

Value	Count	Frequency (%)
364	1	< 0.1%
362	1	< 0.1%
270	1	< 0.1%
228	1	< 0.1%
208	1	< 0.1%
201	1	< 0.1%
196	1	< 0.1%
161	1	< 0.1%
156	1	< 0.1%
141	1	< 0.1%

supp_stf
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	212
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1059596706

Minimum	0
Maximum	426
Zeros	8233301
Zeros (%)	97.6%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	426
Range	426
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.532512869
Coefficient of variation (CV)	14.46317131
Kurtosis	7322.375663
Mean	0.1059596706
Median Absolute Deviation (MAD)	0
Skewness	59.21071505
Sum	893885
Variance	2.348595692
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8233301	97.6%
1	72269	0.9%
2	40256	0.5%
3	27002	0.3%
4	16918	0.2%
5	10787	0.1%
6	7164	0.1%
7	5244	0.1%
8	3548	< 0.1%
9	2502	< 0.1%
Other values (202)	17096	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8233301	97.6%
1	72269	0.9%
2	40256	0.5%
3	27002	0.3%
4	16918	0.2%
5	10787	0.1%
6	7164	0.1%
7	5244	0.1%
8	3548	< 0.1%
9	2502	< 0.1%

Value	Count	Frequency (%)
426	1	< 0.1%
418	1	< 0.1%
401	1	< 0.1%
364	1	< 0.1%
362	1	< 0.1%
322	1	< 0.1%
301	1	< 0.1%
287	1	< 0.1%
280	1	< 0.1%
273	1	< 0.1%

supp_src
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	206
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08884510082

Minimum	0
Maximum	595
Zeros	8275774
Zeros (%)	98.1%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	595
Range	595
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.415456272
Coefficient of variation (CV)	15.93173129
Kurtosis	19232.33368
Mean	0.08884510082
Median Absolute Deviation (MAD)	0
Skewness	93.41008611
Sum	749505
Variance	2.003516459
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8275774	98.1%
1	49637	0.6%
2	28855	0.3%
3	20413	0.2%
4	14708	0.2%
5	10576	0.1%
6	7797	0.1%
7	5951	0.1%
8	4156	< 0.1%
9	2919	< 0.1%
Other values (196)	15301	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8275774	98.1%
1	49637	0.6%
2	28855	0.3%
3	20413	0.2%
4	14708	0.2%
5	10576	0.1%
6	7797	0.1%
7	5951	0.1%
8	4156	< 0.1%
9	2919	< 0.1%

Value	Count	Frequency (%)
595	1	< 0.1%
457	1	< 0.1%
444	1	< 0.1%
435	1	< 0.1%
431	1	< 0.1%
428	1	< 0.1%
407	1	< 0.1%
365	2	< 0.1%
364	1	< 0.1%
356	1	< 0.1%

supp_nn1
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	111
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04403084036

Minimum	0
Maximum	204
Zeros	8394806
Zeros (%)	99.5%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	204
Range	204
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.9589073418
Coefficient of variation (CV)	21.77808404
Kurtosis	2559.564521
Mean	0.04403084036
Median Absolute Deviation (MAD)	0
Skewness	39.37111543
Sum	371448
Variance	0.9195032901
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8394806	99.5%
1	6186	0.1%
2	4750	0.1%
3	3694	< 0.1%
4	3255	< 0.1%
5	3150	< 0.1%
6	2482	< 0.1%
7	2156	< 0.1%
8	1540	< 0.1%
9	1294	< 0.1%
Other values (101)	12774	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8394806	99.5%
1	6186	0.1%
2	4750	0.1%
3	3694	< 0.1%
4	3255	< 0.1%
5	3150	< 0.1%
6	2482	< 0.1%
7	2156	< 0.1%
8	1540	< 0.1%
9	1294	< 0.1%

Value	Count	Frequency (%)
204	1	< 0.1%
170	1	< 0.1%
153	1	< 0.1%
146	1	< 0.1%
140	1	< 0.1%
133	1	< 0.1%
131	2	< 0.1%
125	2	< 0.1%
124	1	< 0.1%
118	1	< 0.1%

supp_nn2
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	110
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02059568613

Minimum	0
Maximum	231
Zeros	8418641
Zeros (%)	99.8%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	231
Range	231
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7254776633
Coefficient of variation (CV)	35.22473875
Kurtosis	7076.513323
Mean	0.02059568613
Median Absolute Deviation (MAD)	0
Skewness	64.24186594
Sum	173747
Variance	0.52631784
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8418641	99.8%
1	3443	< 0.1%
2	2092	< 0.1%
3	1385	< 0.1%
4	1124	< 0.1%
5	901	< 0.1%
6	767	< 0.1%
7	701	< 0.1%
8	596	< 0.1%
9	516	< 0.1%
Other values (100)	5921	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8418641	99.8%
1	3443	< 0.1%
2	2092	< 0.1%
3	1385	< 0.1%
4	1124	< 0.1%
5	901	< 0.1%
6	767	< 0.1%
7	701	< 0.1%
8	596	< 0.1%
9	516	< 0.1%

Value	Count	Frequency (%)
231	1	< 0.1%
215	1	< 0.1%
161	1	< 0.1%
159	1	< 0.1%
142	1	< 0.1%
124	1	< 0.1%
122	2	< 0.1%
117	1	< 0.1%
115	2	< 0.1%
109	2	< 0.1%

supp_nn3
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	119
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01401716222

Minimum	0
Maximum	338
Zeros	8426871
Zeros (%)	99.9%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	338
Range	338
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7159967192
Coefficient of variation (CV)	51.0800052
Kurtosis	16670.39446
Mean	0.01401716222
Median Absolute Deviation (MAD)	0
Skewness	95.89343888
Sum	118250
Variance	0.5126513019
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8426871	99.9%
1	1377	< 0.1%
2	962	< 0.1%
3	795	< 0.1%
4	674	< 0.1%
5	545	< 0.1%
6	464	< 0.1%
7	404	< 0.1%
8	340	< 0.1%
9	295	< 0.1%
Other values (109)	3360	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8426871	99.9%
1	1377	< 0.1%
2	962	< 0.1%
3	795	< 0.1%
4	674	< 0.1%
5	545	< 0.1%
6	464	< 0.1%
7	404	< 0.1%
8	340	< 0.1%
9	295	< 0.1%

Value	Count	Frequency (%)
338	1	< 0.1%
241	1	< 0.1%
238	1	< 0.1%
190	1	< 0.1%
155	1	< 0.1%
138	2	< 0.1%
131	2	< 0.1%
123	2	< 0.1%
121	1	< 0.1%
118	2	< 0.1%

supp_rep
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	143
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01289638194

Minimum	0
Maximum	410
Zeros	8421120
Zeros (%)	99.8%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	410
Range	410
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6566987904
Coefficient of variation (CV)	50.92116484
Kurtosis	54648.287
Mean	0.01289638194
Median Absolute Deviation (MAD)	0
Skewness	173.3399859
Sum	108795
Variance	0.4312533014
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8421120	99.8%
1	2953	< 0.1%
2	2606	< 0.1%
3	1949	< 0.1%
4	1429	< 0.1%
5	1002	< 0.1%
6	800	< 0.1%
7	622	< 0.1%
8	457	< 0.1%
9	375	< 0.1%
Other values (133)	2774	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8421120	99.8%
1	2953	< 0.1%
2	2606	< 0.1%
3	1949	< 0.1%
4	1429	< 0.1%
5	1002	< 0.1%
6	800	< 0.1%
7	622	< 0.1%
8	457	< 0.1%
9	375	< 0.1%

Value	Count	Frequency (%)
410	1	< 0.1%
295	1	< 0.1%
268	1	< 0.1%
264	1	< 0.1%
257	1	< 0.1%
227	2	< 0.1%
223	1	< 0.1%
216	1	< 0.1%
206	1	< 0.1%
198	1	< 0.1%

ano_date
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7684
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26373.88164

Minimum	21319
Maximum	29949
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	21319
5-th percentile	23584
Q1	25230
median	26371
Q3	27583
95-th percentile	29045
Maximum	29949
Range	8630
Interquartile range (IQR)	2353

Descriptive statistics

Standard deviation	1633.573075
Coefficient of variation (CV)	0.06193904625
Kurtosis	-0.6114696233
Mean	26373.88164
Median Absolute Deviation (MAD)	1174
Skewness	-0.08444615131
Sum	2.224923601 × 10¹¹
Variance	2668560.991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26307	2246	< 0.1%
26320	2220	< 0.1%
26297	2201	< 0.1%
26302	2198	< 0.1%
26312	2196	< 0.1%
26315	2190	< 0.1%
25880	2186	< 0.1%
25910	2181	< 0.1%
25905	2179	< 0.1%
25937	2178	< 0.1%
Other values (7674)	8414112	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21319	1	< 0.1%
22010	1	< 0.1%
22019	1	< 0.1%
22086	1	< 0.1%
22116	1	< 0.1%
22217	1	< 0.1%
22246	1	< 0.1%
22248	1	< 0.1%
22251	1	< 0.1%
22252	1	< 0.1%

Value	Count	Frequency (%)
29949	8	< 0.1%
29948	4	< 0.1%
29947	8	< 0.1%
29946	12	< 0.1%
29945	11	< 0.1%
29944	9	< 0.1%
29943	14	< 0.1%
29942	19	< 0.1%
29941	19	< 0.1%
29940	24	< 0.1%

anonyme
Categorical

HIGH CARDINALITY

Distinct	3579198
Distinct (%)	42.4%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

SQDSE57BRCXQ4442E	1292
W172QW69PFF8RH2TE	1182
QF77B3CCFW7CFSWQE	1056
Y8MCWE3HWADFE1N5E	1051
U60231AT1TUTGSWCE	1019
Other values (3579193)	8430487

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2194422 ?
Unique (%)	26.0%

Sample

1st row	GZ90EST3Q2Q7JB1HE
2nd row	72UTA1848751GJFYE
3rd row	41CY72XBEQRC6B3PE
4th row	KJASY3HU2MXGDQ6XE
5th row	PP7G4R91P5ACURKWE

Common Values

Value	Count	Frequency (%)
SQDSE57BRCXQ4442E	1292	< 0.1%
W172QW69PFF8RH2TE	1182	< 0.1%
QF77B3CCFW7CFSWQE	1056	< 0.1%
Y8MCWE3HWADFE1N5E	1051	< 0.1%
U60231AT1TUTGSWCE	1019	< 0.1%
J5B3GPGW9YG66UJ8E	1001	< 0.1%
0GETB3UAGBCZS1MBE	953	< 0.1%
WZ3MZGM4Z2A2BYNZE	894	< 0.1%
YGGM7PU0J55STPT7E	866	< 0.1%
1UT18PASNHRNRRSME	849	< 0.1%
Other values (3579188)	8425924	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sqdse57brcxq4442e	1292	< 0.1%
w172qw69pff8rh2te	1182	< 0.1%
qf77b3ccfw7cfswqe	1056	< 0.1%
y8mcwe3hwadfe1n5e	1051	< 0.1%
u60231at1tutgswce	1019	< 0.1%
j5b3gpgw9yg66uj8e	1001	< 0.1%
0getb3uagbczs1mbe	953	< 0.1%
wz3mzgm4z2a2bynze	894	< 0.1%
yggm7pu0j55stpt7e	866	< 0.1%
1ut18pasnhrnrrsme	849	< 0.1%
Other values (3579188)	8425924	99.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

nbActe
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	821
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.422384335

Minimum	0
Maximum	1511
Zeros	2113252
Zeros (%)	25.1%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	4
95-th percentile	10
Maximum	1511
Range	1511
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	12.2612606
Coefficient of variation (CV)	3.582666178
Kurtosis	1387.087335
Mean	3.422384335
Median Absolute Deviation (MAD)	2
Skewness	28.03181974
Sum	28871532
Variance	150.3385116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2113252	25.1%
1	1749412	20.7%
2	1576649	18.7%
3	870640	10.3%
4	651817	7.7%
5	399418	4.7%
6	266769	3.2%
7	173670	2.1%
8	122501	1.5%
9	83697	1.0%
Other values (811)	428262	5.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2113252	25.1%
1	1749412	20.7%
2	1576649	18.7%
3	870640	10.3%
4	651817	7.7%
5	399418	4.7%
6	266769	3.2%
7	173670	2.1%
8	122501	1.5%
9	83697	1.0%

Value	Count	Frequency (%)
1511	1	< 0.1%
1478	1	< 0.1%
1426	1	< 0.1%
1421	1	< 0.1%
1398	1	< 0.1%
1361	1	< 0.1%
1342	1	< 0.1%
1317	1	< 0.1%
1256	1	< 0.1%
1196	1	< 0.1%

nbRum
Real number (ℝ_≥0)

Distinct	47
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.165296304

Minimum	1
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	90
Range	89
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5253617791
Coefficient of variation (CV)	0.4508396512
Kurtosis	291.1856556
Mean	1.165296304
Median Absolute Deviation (MAD)	0
Skewness	7.102122185
Sum	9830541
Variance	0.276004999
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
1	7403706	87.8%
2	778464	9.2%
3	188628	2.2%
4	42566	0.5%
5	13706	0.2%
6	4672	0.1%
7	2181	< 0.1%
8	889	< 0.1%
9	509	< 0.1%
10	265	< 0.1%
Other values (37)	501	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	7403706	87.8%
2	778464	9.2%
3	188628	2.2%
4	42566	0.5%
5	13706	0.2%
6	4672	0.1%
7	2181	< 0.1%
8	889	< 0.1%
9	509	< 0.1%
10	265	< 0.1%

Value	Count	Frequency (%)
90	1	< 0.1%
76	1	< 0.1%
59	1	< 0.1%
48	1	< 0.1%
47	1	< 0.1%
46	2	< 0.1%
44	1	< 0.1%
41	1	< 0.1%
39	1	< 0.1%
38	3	< 0.1%

modeEntree
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

8	8165051
7	202998
N	49623
6	16508
0	1907

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	8
2nd row	8
3rd row	8
4th row	8
5th row	8

Common Values

Value	Count	Frequency (%)
8	8165051	96.8%
7	202998	2.4%
N	49623	0.6%
6	16508	0.2%
0	1907	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
8	8165051	96.8%
7	202998	2.4%
n	49623	0.6%
6	16508	0.2%
0	1907	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

modeSortie
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

cmu
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	632275
Missing (%)	7.5%
Memory size	128.7 MiB

motif
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	7283520
Missing (%)	86.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.410001327

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	4
Maximum	9
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.216173942
Coefficient of variation (CV)	0.8625338986
Kurtosis	15.40300049
Mean	1.410001327
Median Absolute Deviation (MAD)	0
Skewness	3.591512336
Sum	1625121
Variance	1.479079057
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	1011859	12.0%
4	122252	1.4%
9	12307	0.1%
2	5235	0.1%
3	775	< 0.1%
5	138	< 0.1%
6	1	< 0.1%
(Missing)	7283520	86.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1011859	12.0%
2	5235	0.1%
3	775	< 0.1%
4	122252	1.4%
5	138	< 0.1%
6	1	< 0.1%
9	12307	0.1%

Value	Count	Frequency (%)
9	12307	0.1%
6	1	< 0.1%
5	138	< 0.1%
4	122252	1.4%
3	775	< 0.1%
2	5235	0.1%
1	1011859	12.0%

dp
Categorical

HIGH CARDINALITY

Distinct	11751
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Z491	480373
Z511	429172
Z5101	235762
Z512	211660
O800	154823
Other values (11746)	6924297

Length

Max length	6
Median length	4
Mean length	4.128800355
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	830 ?
Unique (%)	< 0.1%

Sample

1st row	R073
2nd row	R073
3rd row	R073
4th row	R073
5th row	R073

Common Values

Value	Count	Frequency (%)
Z491	480373	5.7%
Z511	429172	5.1%
Z5101	235762	2.8%
Z512	211660	2.5%
O800	154823	1.8%
Z098	138942	1.6%
F100	97801	1.2%
Z380	94393	1.1%
O049	88569	1.0%
Z502	76764	0.9%
Other values (11741)	6427828	76.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
z491	480373	5.7%
z511	429172	5.1%
z5101	235762	2.8%
z512	211660	2.5%
o800	154823	1.8%
z098	138942	1.6%
f100	97801	1.2%
z380	94393	1.1%
o049	88569	1.0%
z502	76764	0.9%
Other values (11741)	6427828	76.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

dr
Categorical

HIGH CARDINALITY
MISSING

Distinct	7256
Distinct (%)	0.4%
Missing	6570678
Missing (%)	77.9%
Memory size	128.7 MiB

N185	432854
C509	82712
C349	40896
C504	34768
G473	29936
Other values (7251)	1244243

Length

Max length	6
Median length	4
Mean length	4.027280344
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1404 ?
Unique (%)	0.1%

Sample

1st row	Z655
2nd row	G908
3rd row	C435
4th row	E1120
5th row	I255

Common Values

Value	Count	Frequency (%)
N185	432854	5.1%
C509	82712	1.0%
C349	40896	0.5%
C504	34768	0.4%
G473	29936	0.4%
C61	28252	0.3%
C341	25094	0.3%
C900	23473	0.3%
F102	22040	0.3%
C508	20086	0.2%
Other values (7246)	1125298	13.3%
(Missing)	6570678	77.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
n185	432854	23.2%
c509	82712	4.4%
c349	40896	2.2%
c504	34768	1.9%
g473	29936	1.6%
c61	28252	1.5%
c341	25094	1.3%
c900	23473	1.3%
f102	22040	1.2%
c508	20086	1.1%
Other values (7246)	1125298	60.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

cost
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	232122
Distinct (%)	2.8%
Missing	64
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	2367.207365

Minimum	89.00460458
Maximum	923684.6284
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	89.00460458
5-th percentile	318.7712886
Q1	732.6216668
median	1181.399914
Q3	2357.999696
95-th percentile	7209.464619
Maximum	923684.6284
Range	923595.6238
Interquartile range (IQR)	1625.378029

Descriptive statistics

Standard deviation	5127.013157
Coefficient of variation (CV)	2.165848769
Kurtosis	967.3475729
Mean	2367.207365
Median Absolute Deviation (MAD)	557.819648
Skewness	18.7949589
Sum	1.996981577 × 10¹⁰
Variance	26286263.91
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
318.7712886	466986	5.5%
1136.752379	344799	4.1%
1929.859974	194998	2.3%
634.4091606	167357	2.0%
575.2234467	121076	1.4%
172.7920649	119437	1.4%
944.4049393	111001	1.3%
757.9966238	87570	1.0%
668.0180519	73340	0.9%
176.6563183	72410	0.9%
Other values (232112)	6677049	79.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
89.00460458	29923	0.4%
153.3570706	28	< 0.1%
172.7920649	119437	1.4%
176.4971768	4	< 0.1%
176.6563183	72410	0.9%
201.3911359	11710	0.1%
217.7095366	32	< 0.1%
217.9792779	56	< 0.1%
240.771965	1	< 0.1%
276.354794	1	< 0.1%

Value	Count	Frequency (%)
923684.6284	1	< 0.1%
753882.208	1	< 0.1%
752695.5083	1	< 0.1%
608113.6465	1	< 0.1%
604425.4149	1	< 0.1%
592103.7661	1	< 0.1%
591844.296	1	< 0.1%
586288.0185	1	< 0.1%
577079.0211	1	< 0.1%
548877.4114	1	< 0.1%

raison
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

CMU	7311973
AME	1002913
SUV	121201

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CMU
2nd row	CMU
3rd row	CMU
4th row	CMU
5th row	CMU

Common Values

Value	Count	Frequency (%)
CMU	7311973	86.7%
AME	1002913	11.9%
SUV	121201	1.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
cmu	7311973	86.7%
ame	1002913	11.9%
suv	121201	1.4%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

hp_type
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Sejour de plus d'une journée	5018610
Hopital de jour	3417477

Length

Max length	28
Median length	28
Mean length	22.73367202
Min length	15

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hopital de jour
2nd row	Hopital de jour
3rd row	Hopital de jour
4th row	Sejour de plus d'une journée
5th row	Hopital de jour

Common Values

Value	Count	Frequency (%)
Sejour de plus d'une journée	5018610	59.5%
Hopital de jour	3417477	40.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
de	8436087	23.9%
sejour	5018610	14.2%
plus	5018610	14.2%
d'une	5018610	14.2%
journée	5018610	14.2%
hopital	3417477	9.7%
jour	3417477	9.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

severity
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Pas de niveau de sévérité	5067343
1	2116828
2	712566
3	387850
4	151500

Length

Max length	25
Median length	25
Mean length	15.41618988
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Pas de niveau de sévérité
2nd row	Pas de niveau de sévérité
3rd row	Pas de niveau de sévérité
4th row	Pas de niveau de sévérité
5th row	Pas de niveau de sévérité

Common Values

Value	Count	Frequency (%)
Pas de niveau de sévérité	5067343	60.1%
1	2116828	25.1%
2	712566	8.4%
3	387850	4.6%
4	151500	1.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
de	10134686	35.3%
pas	5067343	17.7%
niveau	5067343	17.7%
sévérité	5067343	17.7%
1	2116828	7.4%
2	712566	2.5%
3	387850	1.4%
4	151500	0.5%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

ghm_racine
Categorical

HIGH CARDINALITY

Distinct	614
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

28Z04	472898
28Z07	346199
28Z17	195174
14Z14	182910
20Z05	180588
Other values (609)	7058318

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	05M13
2nd row	05M13
3rd row	05M13
4th row	05M13
5th row	05M13

Common Values

Value	Count	Frequency (%)
28Z04	472898	5.6%
28Z07	346199	4.1%
28Z17	195174	2.3%
14Z14	182910	2.2%
20Z05	180588	2.1%
20Z04	144455	1.7%
23M20	137546	1.6%
14Z08	121855	1.4%
28Z18	121361	1.4%
06M02	120031	1.4%
Other values (604)	6413070	76.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
28z04	472898	5.6%
28z07	346199	4.1%
28z17	195174	2.3%
14z14	182910	2.2%
20z05	180588	2.1%
20z04	144455	1.7%
23m20	137546	1.6%
14z08	121855	1.4%
28z18	121361	1.4%
06m02	120031	1.4%
Other values (604)	6413070	76.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

cmd
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.94639173

Minimum	1
Maximum	28
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	6
median	11
Q3	20
95-th percentile	28
Maximum	28
Range	27
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	8.812694859
Coefficient of variation (CV)	0.6807066432
Kurtosis	-1.060511126
Mean	12.94639173
Median Absolute Deviation (MAD)	6
Skewness	0.4914453846
Sum	109216887
Variance	77.66359067
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
28	1328079	15.7%
6	787148	9.3%
14	740559	8.8%
4	561921	6.7%
8	544165	6.5%
1	496573	5.9%
5	451652	5.4%
3	386992	4.6%
23	379973	4.5%
20	364846	4.3%
Other values (17)	2394179	28.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	496573	5.9%
2	133915	1.6%
3	386992	4.6%
4	561921	6.7%
5	451652	5.4%
6	787148	9.3%
7	227810	2.7%
8	544165	6.5%
9	290597	3.4%
10	290150	3.4%

Value	Count	Frequency (%)
28	1328079	15.7%
27	4474	0.1%
26	8509	0.1%
25	14413	0.2%
23	379973	4.5%
22	14177	0.2%
21	173266	2.1%
20	364846	4.3%
19	205108	2.4%
18	102576	1.2%

departement
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	92
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

75	1024008
59	551207
13	410296
974	365997
62	262776
Other values (87)	5821803

Length

Max length	3
Median length	2
Mean length	2.092951863
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	59
2nd row	59
3rd row	59
4th row	59
5th row	59

Common Values

Value	Count	Frequency (%)
75	1024008	12.1%
59	551207	6.5%
13	410296	4.9%
974	365997	4.3%
62	262776	3.1%
69	250907	3.0%
973	245537	2.9%
76	235989	2.8%
33	216617	2.6%
60	211493	2.5%
Other values (82)	4661260	55.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
75	1024008	12.1%
59	551207	6.5%
13	410296	4.9%
974	365997	4.3%
62	262776	3.1%
69	250907	3.0%
973	245537	2.9%
76	235989	2.8%
33	216617	2.6%
60	211493	2.5%
Other values (82)	4661260	55.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

id_dep
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	92
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

75	1024008
59	551207
13	410296
974	365997
62	262776
Other values (87)	5821803

Length

Max length	3
Median length	2
Mean length	2.092951863
Min length	2

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	59
2nd row	59
3rd row	59
4th row	59
5th row	59

Common Values

Value	Count	Frequency (%)
75	1024008	12.1%
59	551207	6.5%
13	410296	4.9%
974	365997	4.3%
62	262776	3.1%
69	250907	3.0%
973	245537	2.9%
76	235989	2.8%
33	216617	2.6%
60	211493	2.5%
Other values (82)	4661260	55.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
75	1024008	12.1%
59	551207	6.5%
13	410296	4.9%
974	365997	4.3%
62	262776	3.1%
69	250907	3.0%
973	245537	2.9%
76	235989	2.8%
33	216617	2.6%
60	211493	2.5%
Other values (82)	4661260	55.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

region_label
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

ÎLE-DE-FRANCE	1763844
HAUTS-DE-FRANCE	1183164
AUVERGNE-RHÔNE-ALPES	740684
OCCITANIE	718462
PROVENCE-ALPES-CÔTE D'AZUR	613889
Other values (13)	3416044

Length

Max length	26
Median length	13
Mean length	14.44000732
Min length	5

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HAUTS-DE-FRANCE
2nd row	HAUTS-DE-FRANCE
3rd row	HAUTS-DE-FRANCE
4th row	HAUTS-DE-FRANCE
5th row	HAUTS-DE-FRANCE

Common Values

Value	Count	Frequency (%)
ÎLE-DE-FRANCE	1763844	20.9%
HAUTS-DE-FRANCE	1183164	14.0%
AUVERGNE-RHÔNE-ALPES	740684	8.8%
OCCITANIE	718462	8.5%
PROVENCE-ALPES-CÔTE D'AZUR	613889	7.3%
GRAND EST	579849	6.9%
NOUVELLE-AQUITAINE	558488	6.6%
NORMANDIE	409083	4.8%
LA RÉUNION	365997	4.3%
BOURGOGNE-FRANCHE-COMTÉ	332823	3.9%
Other values (8)	1169804	13.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
île-de-france	1763844	15.7%
hauts-de-france	1183164	10.5%
auvergne-rhône-alpes	740684	6.6%
occitanie	718462	6.4%
la	644109	5.7%
provence-alpes-côte	613889	5.5%
d'azur	613889	5.5%
grand	579849	5.2%
est	579849	5.2%
nouvelle-aquitaine	558488	5.0%
Other values (13)	3251373	28.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

population_region
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

12 395 148	1763844
5 987 172	1183164
8 153 233	740684
6 053 548	718462
5 131 187	613889
Other values (13)	3416044

Length

Max length	10
Median length	9
Mean length	9.018564294
Min length	7

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5 987 172
2nd row	5 987 172
3rd row	5 987 172
4th row	5 987 172
5th row	5 987 172

Common Values

Value	Count	Frequency (%)
12 395 148	1763844	20.9%
5 987 172	1183164	14.0%
8 153 233	740684	8.8%
6 053 548	718462	8.5%
5 131 187	613889	7.3%
5 542 094	579849	6.9%
6 081 985	558488	6.6%
3 307 286	409083	4.8%
868 846	365997	4.3%
2 785 393	332823	3.9%
Other values (8)	1169804	13.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
5	2376902	9.7%
12	1763844	7.2%
395	1763844	7.2%
148	1763844	7.2%
6	1276950	5.2%
987	1183164	4.8%
172	1183164	4.8%
3	932546	3.8%
8	740684	3.0%
153	740684	3.0%
Other values (32)	10779018	44.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Libellé GHM
Categorical

HIGH CARDINALITY

Distinct	2071
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Hémodialyse, en séances	472898
Chimiothérapie pour tumeur, en séances	346199
Chimiothérapie pour affection non tumorale, en séances	195174
Ethylisme aigu, niveau 1	178104
Accouchements uniques par voie basse chez une multipare, sans complication significative	155348
Other values (2066)	7088364

Length

Max length	171
Median length	62
Mean length	62.99421888
Min length	8

Characters and Unicode

Total characters	5738093
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Douleurs thoraciques, très courte durée
2nd row	Douleurs thoraciques, très courte durée
3rd row	Douleurs thoraciques, très courte durée
4th row	Douleurs thoraciques, très courte durée
5th row	Douleurs thoraciques, très courte durée

Common Values

Value	Count	Frequency (%)
Hémodialyse, en séances	472898	5.6%
Chimiothérapie pour tumeur, en séances	346199	4.1%
Chimiothérapie pour affection non tumorale, en séances	195174	2.3%
Ethylisme aigu, niveau 1	178104	2.1%
Accouchements uniques par voie basse chez une multipare, sans complication significative	155348	1.8%
Interruptions volontaires de grossesse : séjours de moins de 3 jours	121855	1.4%
Radiothérapie conformationnelle avec modulation d'intensité, en séances	121361	1.4%
Endoscopie digestive diagnostique et anesthésie, en ambulatoire	111020	1.3%
Autres symptômes et motifs de recours aux soins de la CMD 23, très courte durée	88700	1.1%
Nouveau-nés de 3300g et âge gestationnel de 40 SA et assimilés (groupe nouveau-nés 1), sans problème significatif	77604	0.9%
Other values (2061)	6567824	77.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
niveau	3413912	4.5%
et	3298569	4.3%
de	2998476	3.9%
1	2231616	2.9%
en	2180434	2.8%
âge	1812011	2.4%
à	1803172	2.4%
ans	1666444	2.2%
durée	1576722	2.1%
courte	1576722	2.1%
Other values (860)	53981813	70.5%

Most occurring characters

Value	Count	Frequency (%)
	5738093	100.0%

Most occurring categories

Value	Count	Frequency (%)
Control	5738093	100.0%

Most frequent character per category

Control

Value	Count	Frequency (%)
	5738093	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5738093	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	5738093	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5738093	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	5738093	100.0%

racine
Categorical

HIGH CARDINALITY

Distinct	614
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

28Z04	472898
28Z07	346199
28Z17	195174
14Z14	182910
20Z05	180588
Other values (609)	7058318

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	05M13
2nd row	05M13
3rd row	05M13
4th row	05M13
5th row	05M13

Common Values

Value	Count	Frequency (%)
28Z04	472898	5.6%
28Z07	346199	4.1%
28Z17	195174	2.3%
14Z14	182910	2.2%
20Z05	180588	2.1%
20Z04	144455	1.7%
23M20	137546	1.6%
14Z08	121855	1.4%
28Z18	121361	1.4%
06M02	120031	1.4%
Other values (604)	6413070	76.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
28z04	472898	5.6%
28z07	346199	4.1%
28z17	195174	2.3%
14z14	182910	2.2%
20z05	180588	2.1%
20z04	144455	1.7%
23m20	137546	1.6%
14z08	121855	1.4%
28z18	121361	1.4%
06m02	120031	1.4%
Other values (604)	6413070	76.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Libellé GHM Racine
Categorical

HIGH CARDINALITY

Distinct	614
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Hémodialyse, en séances	472898
Chimiothérapie pour tumeur, en séances	346199
Chimiothérapie pour affection non tumorale, en séances	195174
Accouchements uniques par voie basse chez une multipare	182910
Ethylisme aigu	180588
Other values (609)	7058318

Length

Max length	149
Median length	52
Mean length	51.97054452
Min length	7

Characters and Unicode

Total characters	4209144
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Douleurs thoraciques
2nd row	Douleurs thoraciques
3rd row	Douleurs thoraciques
4th row	Douleurs thoraciques
5th row	Douleurs thoraciques

Common Values

Value	Count	Frequency (%)
Hémodialyse, en séances	472898	5.6%
Chimiothérapie pour tumeur, en séances	346199	4.1%
Chimiothérapie pour affection non tumorale, en séances	195174	2.3%
Accouchements uniques par voie basse chez une multipare	182910	2.2%
Ethylisme aigu	180588	2.1%
Ethylisme avec dépendance	144455	1.7%
Autres symptômes et motifs de recours aux soins de la CMD 23	137546	1.6%
Interruptions volontaires de grossesse : séjours de moins de 3 jours	121855	1.4%
Radiothérapie conformationnelle avec modulation d'intensité, en séances	121361	1.4%
Autres gastroentérites et maladies diverses du tube digestif, âge inférieur à 18 ans	120031	1.4%
Other values (604)	6413070	76.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
et	3252966	5.3%
de	2998476	4.8%
âge	1812011	2.9%
à	1803172	2.9%
ans	1666444	2.7%
en	1626065	2.6%
autres	1472404	2.4%
séances	1313939	2.1%
pour	1293425	2.1%
la	1260297	2.0%
Other values (847)	43376213	70.1%

Most occurring characters

Value	Count	Frequency (%)
	4209144	100.0%

Most occurring categories

Value	Count	Frequency (%)
Control	4209144	100.0%

Most frequent character per category

Control

Value	Count	Frequency (%)
	4209144	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4209144	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	4209144	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4209144	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	4209144	100.0%

label_cmd
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Séances	1328079
Affections du tube digestif	787148
Grossesses pathologiques, accouchements et affections du post-partum	740559
Affections de l'appareil respiratoire	561921
Affections et traumatismes de l'appareil musculosquelettique et du tissu conjonctif	544165
Other values (22)	4474215

Length

Max length	87
Median length	40
Mean length	45.19724844
Min length	7

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Affections de l'appareil circulatoire
2nd row	Affections de l'appareil circulatoire
3rd row	Affections de l'appareil circulatoire
4th row	Affections de l'appareil circulatoire
5th row	Affections de l'appareil circulatoire

Common Values

Value	Count	Frequency (%)
Séances	1328079	15.7%
Affections du tube digestif	787148	9.3%
Grossesses pathologiques, accouchements et affections du post-partum	740559	8.8%
Affections de l'appareil respiratoire	561921	6.7%
Affections et traumatismes de l'appareil musculosquelettique et du tissu conjonctif	544165	6.5%
Affections du système nerveux	496573	5.9%
Affections de l'appareil circulatoire	451652	5.4%
Affections des oreilles, du nez, de la gorge, de la bouche et des dents	386992	4.6%
Facteurs influant sur l'état de santé et autres motifs de recours aux services de santé	379973	4.5%
Troubles mentaux organiques liés à l'absorption de drogues ou induits par celles-ci	364846	4.3%
Other values (17)	2394179	28.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
affections	5840666	11.3%
de	4799351	9.3%
et	4535719	8.8%
du	3801889	7.4%
l'appareil	1836564	3.6%
des	1746010	3.4%
séances	1328079	2.6%
la	1211374	2.3%
tube	787148	1.5%
digestif	787148	1.5%
Other values (83)	24949757	48.3%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

lib_dp
Categorical

HIGH CARDINALITY

Distinct	11749
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Dialyse extra-corporelle	480373
Séance de chimiothérapie pour tumeur	429172
Séance d'irradiation	235762
Autres formes de chimiothérapie	211660
Accouchement (unique) spontané par présentation du sommet	154823
Other values (11744)	6924297

Length

Max length	218
Median length	36
Mean length	43.82611464
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	830 ?
Unique (%)	< 0.1%

Sample

1st row	Autres douleurs thoraciques
2nd row	Autres douleurs thoraciques
3rd row	Autres douleurs thoraciques
4th row	Autres douleurs thoraciques
5th row	Autres douleurs thoraciques

Common Values

Value	Count	Frequency (%)
Dialyse extra-corporelle	480373	5.7%
Séance de chimiothérapie pour tumeur	429172	5.1%
Séance d'irradiation	235762	2.8%
Autres formes de chimiothérapie	211660	2.5%
Accouchement (unique) spontané par présentation du sommet	154823	1.8%
Examen de contrôle après d'autres traitements pour d'autres affections	138942	1.6%
Troubles mentaux et du comportement liés à l'utilisation d'alcool : intoxication aiguë	97801	1.2%
Enfant unique, né à l'hôpital	94393	1.1%
Avortement médical complet ou sans précision, sans complication	88569	1.0%
Sevrage d'alcool	76764	0.9%
Other values (11739)	6427828	76.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
de	2838422	5.9%
et	1737373	3.6%
sans	1571863	3.2%
du	1462382	3.0%
autres	1051015	2.2%
précision	974847	2.0%
à	845554	1.7%
pour	816006	1.7%
séance	739589	1.5%
chimiothérapie	686158	1.4%
Other values (5919)	35685670	73.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

top1_lib_dp_patients_None
Categorical

HIGH CARDINALITY

Distinct	731
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Dialyse extra-corporelle	479730
Séance de chimiothérapie pour tumeur	429018
Accouchement (unique) spontané par présentation du sommet	271696
Séance d'irradiation	235704
Examen de contrôle après d'autres traitements pour d'autres affections	214521
Other values (726)	6805418

Length

Max length	197
Median length	36
Mean length	42.50051653
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Douleur thoracique, sans précision
2nd row	Douleur thoracique, sans précision
3rd row	Douleur thoracique, sans précision
4th row	Douleur thoracique, sans précision
5th row	Douleur thoracique, sans précision

Common Values

Value	Count	Frequency (%)
Dialyse extra-corporelle	479730	5.7%
Séance de chimiothérapie pour tumeur	429018	5.1%
Accouchement (unique) spontané par présentation du sommet	271696	3.2%
Séance d'irradiation	235704	2.8%
Examen de contrôle après d'autres traitements pour d'autres affections	214521	2.5%
Autres formes de chimiothérapie	211593	2.5%
Troubles mentaux et du comportement liés à l'utilisation d'alcool : intoxication aiguë	180309	2.1%
Gastroentérites et colites d'origine infectieuse, autres et non précisées	167336	2.0%
Sevrage d'alcool	144455	1.7%
Enfant unique, né à l'hôpital	126235	1.5%
Other values (721)	5975490	70.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
de	2483310	5.3%
et	1975501	4.2%
sans	1672542	3.6%
du	1312440	2.8%
précision	1129285	2.4%
autres	957488	2.0%
pour	925786	2.0%
séance	739881	1.6%
à	721090	1.5%
chimiothérapie	647033	1.4%
Other values (1330)	34362598	73.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

top3_region_label_patients_None
Categorical

HIGH CARDINALITY

Distinct	199
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	1829033
Île-de-France Hauts-de-France Occitanie	1443868
Hauts-de-France Île-de-France Occitanie	1053326
Île-de-France Hauts-de-France Provence-Alpes-Côte d'Azur	339225
Hauts-de-France Île-de-France Provence-Alpes-Côte d'Azur	290788
Other values (194)	3479847

Length

Max length	71
Median length	44
Mean length	45.36348629
Min length	23

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur
2nd row	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur
3rd row	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur
4th row	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur
5th row	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur

Common Values

Value	Count	Frequency (%)
Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	1829033	21.7%
Île-de-France Hauts-de-France Occitanie	1443868	17.1%
Hauts-de-France Île-de-France Occitanie	1053326	12.5%
Île-de-France Hauts-de-France Provence-Alpes-Côte d'Azur	339225	4.0%
Hauts-de-France Île-de-France Provence-Alpes-Côte d'Azur	290788	3.4%
Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	265497	3.1%
Hauts-de-France Île-de-France Auvergne-Rhône-Alpes	256153	3.0%
Hauts-de-France Occitanie Île-de-France	212633	2.5%
Île-de-France Auvergne-Rhône-Alpes Provence-Alpes-Côte d'Azur	211956	2.5%
Île-de-France Occitanie Auvergne-Rhône-Alpes	197009	2.3%
Other values (189)	2336599	27.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
île-de-france	7923779	29.0%
hauts-de-france	7384151	27.0%
occitanie	3780469	13.8%
auvergne-rhône-alpes	3354319	12.3%
provence-alpes-côte	1330098	4.9%
d'azur	1330098	4.9%
guyane	391859	1.4%
la	362129	1.3%
nouvelle-aquitaine	336063	1.2%
réunion	327654	1.2%
Other values (12)	822288	3.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

top1_lib_dp_patients_SUV
Categorical

HIGH CARDINALITY

Distinct	991
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Dialyse extra-corporelle	479730
Séance de chimiothérapie pour tumeur	429147
Accouchement (unique) spontané par présentation du sommet	270572
Séance d'irradiation	235704
Autres formes de chimiothérapie	211593
Other values (986)	6809341

Length

Max length	197
Median length	36
Mean length	42.70022239
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Douleur thoracique, sans précision
2nd row	Douleur thoracique, sans précision
3rd row	Douleur thoracique, sans précision
4th row	Douleur thoracique, sans précision
5th row	Douleur thoracique, sans précision

Common Values

Value	Count	Frequency (%)
Dialyse extra-corporelle	479730	5.7%
Séance de chimiothérapie pour tumeur	429147	5.1%
Accouchement (unique) spontané par présentation du sommet	270572	3.2%
Séance d'irradiation	235704	2.8%
Autres formes de chimiothérapie	211593	2.5%
Examen de contrôle après d'autres traitements pour d'autres affections	187759	2.2%
Gastroentérites et colites d'origine infectieuse, autres et non précisées	180996	2.1%
Troubles mentaux et du comportement liés à l'utilisation d'alcool : intoxication aiguë	179645	2.1%
Avortement médical complet ou sans précision, sans complication	121855	1.4%
Enfant unique, né à l'hôpital	112733	1.3%
Other values (981)	6026353	71.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
de	2866211	6.1%
et	1885005	4.0%
sans	1654077	3.5%
du	1423626	3.0%
précision	999331	2.1%
autres	887001	1.9%
à	799168	1.7%
pour	772654	1.6%
séance	740010	1.6%
chimiothérapie	664073	1.4%
Other values (1539)	34527650	73.1%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

top3_region_label_patients_SUV
Categorical

HIGH CARDINALITY

Distinct	640
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	482184
Guyane Mayotte Île-de-France	409778
Guyane Île-de-France Guadeloupe	369371
Île-de-France Mayotte Auvergne-Rhône-Alpes	349472
Mayotte Guyane Hauts-de-France	343389
Other values (635)	6481893

Length

Max length	63
Median length	36
Mean length	36.993655
Min length	6

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hauts-de-France Guyane Bourgogne-Franche-Comté
2nd row	Hauts-de-France Guyane Bourgogne-Franche-Comté
3rd row	Hauts-de-France Guyane Bourgogne-Franche-Comté
4th row	Hauts-de-France Guyane Bourgogne-Franche-Comté
5th row	Hauts-de-France Guyane Bourgogne-Franche-Comté

Common Values

Value	Count	Frequency (%)
Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	482184	5.7%
Guyane Mayotte Île-de-France	409778	4.9%
Guyane Île-de-France Guadeloupe	369371	4.4%
Île-de-France Mayotte Auvergne-Rhône-Alpes	349472	4.1%
Mayotte Guyane Hauts-de-France	343389	4.1%
Île-de-France Guyane Hauts-de-France	296414	3.5%
Hauts-de-France Guyane Île-de-France	279834	3.3%
Guyane Hauts-de-France Île-de-France	260741	3.1%
Hauts-de-France Île-de-France Guyane	251274	3.0%
Île-de-France Hauts-de-France Guyane	235651	2.8%
Other values (630)	5157979	61.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
guyane	5360276	20.3%
île-de-france	5342425	20.2%
hauts-de-france	4521216	17.1%
mayotte	2888925	10.9%
auvergne-rhône-alpes	1976804	7.5%
guadeloupe	1204292	4.6%
nouvelle-aquitaine	712057	2.7%
est	683258	2.6%
grand	683258	2.6%
bourgogne-franche-comté	646326	2.4%
Other values (13)	2374262	9.0%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

top1_lib_dp_patients_CMU
Categorical

HIGH CARDINALITY

Distinct	743
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Dialyse extra-corporelle	479730
Séance de chimiothérapie pour tumeur	428899
Accouchement (unique) spontané par présentation du sommet	271696
Séance d'irradiation	235704
Examen de contrôle après d'autres traitements pour d'autres affections	214521
Other values (738)	6805537

Length

Max length	197
Median length	36
Mean length	42.30120552
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Douleur thoracique, sans précision
2nd row	Douleur thoracique, sans précision
3rd row	Douleur thoracique, sans précision
4th row	Douleur thoracique, sans précision
5th row	Douleur thoracique, sans précision

Common Values

Value	Count	Frequency (%)
Dialyse extra-corporelle	479730	5.7%
Séance de chimiothérapie pour tumeur	428899	5.1%
Accouchement (unique) spontané par présentation du sommet	271696	3.2%
Séance d'irradiation	235704	2.8%
Examen de contrôle après d'autres traitements pour d'autres affections	214521	2.5%
Autres formes de chimiothérapie	211593	2.5%
Troubles mentaux et du comportement liés à l'utilisation d'alcool : intoxication aiguë	180309	2.1%
Gastroentérites et colites d'origine infectieuse, autres et non précisées	146185	1.7%
Sevrage d'alcool	144455	1.7%
Enfant unique, né à l'hôpital	126235	1.5%
Other values (733)	5996760	71.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
de	2421450	5.2%
et	1939035	4.2%
sans	1679106	3.6%
du	1335817	2.9%
précision	1117032	2.4%
autres	947992	2.0%
pour	925667	2.0%
séance	739762	1.6%
à	728711	1.6%
chimiothérapie	646914	1.4%
Other values (1339)	34095236	73.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

top3_region_label_patients_CMU
Categorical

HIGH CARDINALITY

Distinct	251
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	1368785
Hauts-de-France Île-de-France Occitanie	1059397
Île-de-France Hauts-de-France Occitanie	1039226
Île-de-France Hauts-de-France Nouvelle-Aquitaine	426419
Hauts-de-France Occitanie Île-de-France	384113
Other values (246)	4158147

Length

Max length	71
Median length	44
Mean length	45.10898643
Min length	23

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur
2nd row	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur
3rd row	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur
4th row	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur
5th row	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur

Common Values

Value	Count	Frequency (%)
Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	1368785	16.2%
Hauts-de-France Île-de-France Occitanie	1059397	12.6%
Île-de-France Hauts-de-France Occitanie	1039226	12.3%
Île-de-France Hauts-de-France Nouvelle-Aquitaine	426419	5.1%
Hauts-de-France Occitanie Île-de-France	384113	4.6%
Hauts-de-France Île-de-France Auvergne-Rhône-Alpes	353636	4.2%
Hauts-de-France Île-de-France Provence-Alpes-Côte d'Azur	314003	3.7%
Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	285528	3.4%
Île-de-France Hauts-de-France Provence-Alpes-Côte d'Azur	190977	2.3%
Hauts-de-France La Réunion Occitanie	179116	2.1%
Other values (241)	2834887	33.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
île-de-france	7529224	27.3%
hauts-de-france	7515033	27.3%
occitanie	3946563	14.3%
auvergne-rhône-alpes	2948692	10.7%
provence-alpes-côte	1263007	4.6%
d'azur	1263007	4.6%
nouvelle-aquitaine	711050	2.6%
la	636192	2.3%
réunion	593326	2.2%
est	277895	1.0%
Other values (11)	887218	3.2%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

top1_lib_dp_patients_AME
Categorical

HIGH CARDINALITY

Distinct	846
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Dialyse extra-corporelle	479730
Séance de chimiothérapie pour tumeur	429376
Accouchement (unique) spontané par présentation du sommet	271696
Séance d'irradiation	235704
Autres formes de chimiothérapie	211593
Other values (841)	6807988

Length

Max length	218
Median length	36
Mean length	42.74104582
Min length	4

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Douleur thoracique, sans précision
2nd row	Douleur thoracique, sans précision
3rd row	Douleur thoracique, sans précision
4th row	Douleur thoracique, sans précision
5th row	Douleur thoracique, sans précision

Common Values

Value	Count	Frequency (%)
Dialyse extra-corporelle	479730	5.7%
Séance de chimiothérapie pour tumeur	429376	5.1%
Accouchement (unique) spontané par présentation du sommet	271696	3.2%
Séance d'irradiation	235704	2.8%
Autres formes de chimiothérapie	211593	2.5%
Examen de contrôle après d'autres traitements pour d'autres affections	208732	2.5%
Troubles mentaux et du comportement liés à l'utilisation d'alcool : intoxication aiguë	180309	2.1%
Gastroentérites et colites d'origine infectieuse, autres et non précisées	144029	1.7%
Avortement médical complet ou sans précision, sans complication	121855	1.4%
Intoxication par benzodiazépines	121241	1.4%
Other values (836)	6031822	71.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
de	2700204	5.7%
et	1911002	4.0%
sans	1786141	3.8%
du	1372155	2.9%
précision	1211499	2.6%
autres	943033	2.0%
pour	906823	1.9%
séance	740239	1.6%
à	704915	1.5%
chimiothérapie	648615	1.4%
Other values (1408)	34489746	72.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

top3_region_label_patients_AME
Categorical

HIGH CARDINALITY

Distinct	260
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	887769
Île-de-France Auvergne-Rhône-Alpes Provence-Alpes-Côte d'Azur	827211
Île-de-France Guyane Auvergne-Rhône-Alpes	737396
Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	628082
Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	559090
Other values (255)	4796539

Length

Max length	71
Median length	50
Mean length	47.9872205
Min length	6

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes
2nd row	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes
3rd row	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes
4th row	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes
5th row	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes

Common Values

Value	Count	Frequency (%)
Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	887769	10.5%
Île-de-France Auvergne-Rhône-Alpes Provence-Alpes-Côte d'Azur	827211	9.8%
Île-de-France Guyane Auvergne-Rhône-Alpes	737396	8.7%
Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	628082	7.4%
Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	559090	6.6%
Île-de-France Hauts-de-France Occitanie	483847	5.7%
Île-de-France Provence-Alpes-Côte d'Azur Hauts-de-France	468723	5.6%
Île-de-France Guyane Provence-Alpes-Côte d'Azur	439798	5.2%
Île-de-France Guyane Hauts-de-France	432984	5.1%
Île-de-France Auvergne-Rhône-Alpes Occitanie	339264	4.0%
Other values (250)	2631923	31.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
île-de-france	8415291	28.4%
auvergne-rhône-alpes	4675299	15.8%
hauts-de-france	3766696	12.7%
provence-alpes-côte	3258988	11.0%
d'azur	3258988	11.0%
guyane	2283729	7.7%
occitanie	1529458	5.2%
grand	791237	2.7%
est	791237	2.7%
nouvelle-aquitaine	343105	1.2%
Other values (12)	513560	1.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

top3_Libellé GHM_patients
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

region
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

ÎLE-DE-FRANCE	1763844
HAUTS-DE-FRANCE	1183164
AUVERGNE-RHÔNE-ALPES	740684
OCCITANIE	718462
PROVENCE-ALPES-CÔTE D'AZUR	613889
Other values (13)	3416044

Length

Max length	26
Median length	13
Mean length	14.44000732
Min length	5

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HAUTS-DE-FRANCE
2nd row	HAUTS-DE-FRANCE
3rd row	HAUTS-DE-FRANCE
4th row	HAUTS-DE-FRANCE
5th row	HAUTS-DE-FRANCE

Common Values

Value	Count	Frequency (%)
ÎLE-DE-FRANCE	1763844	20.9%
HAUTS-DE-FRANCE	1183164	14.0%
AUVERGNE-RHÔNE-ALPES	740684	8.8%
OCCITANIE	718462	8.5%
PROVENCE-ALPES-CÔTE D'AZUR	613889	7.3%
GRAND EST	579849	6.9%
NOUVELLE-AQUITAINE	558488	6.6%
NORMANDIE	409083	4.8%
LA RÉUNION	365997	4.3%
BOURGOGNE-FRANCHE-COMTÉ	332823	3.9%
Other values (8)	1169804	13.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
île-de-france	1763844	15.7%
hauts-de-france	1183164	10.5%
auvergne-rhône-alpes	740684	6.6%
occitanie	718462	6.4%
la	644109	5.7%
provence-alpes-côte	613889	5.5%
d'azur	613889	5.5%
grand	579849	5.2%
est	579849	5.2%
nouvelle-aquitaine	558488	5.0%
Other values (13)	3251373	28.9%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

effectif_region_2020
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4678417.733

Minimum	2176665
Maximum	6009918
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	128.7 MiB

Quantile statistics

Minimum	2176665
5-th percentile	2176665
Q1	2176665
median	6008732
Q3	6009918
95-th percentile	6009918
Maximum	6009918
Range	3833253
Interquartile range (IQR)	3833253

Descriptive statistics

Standard deviation	1822982.242
Coefficient of variation (CV)	0.3896578599
Kurtosis	-1.588064633
Mean	4678417.733
Median Absolute Deviation (MAD)	1186
Skewness	-0.641025306
Sum	3.946753902 × 10¹³
Variance	3.323264253 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2176665	2912895	34.5%
6009918	2658118	31.5%
6008783	892001	10.6%
6004706	740684	8.8%
6008732	558488	6.6%
6008898	409083	4.8%
6009854	245351	2.9%
2885636	19467	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2176665	2912895	34.5%
2885636	19467	0.2%
6004706	740684	8.8%
6008732	558488	6.6%
6008783	892001	10.6%
6008898	409083	4.8%
6009854	245351	2.9%
6009918	2658118	31.5%

Value	Count	Frequency (%)
6009918	2658118	31.5%
6009854	245351	2.9%
6008898	409083	4.8%
6008783	892001	10.6%
6008732	558488	6.6%
6004706	740684	8.8%
2885636	19467	0.2%
2176665	2912895	34.5%

grp_cln
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	128.7 MiB

no match	5836113
13	586330
11	325043
1	235304
2	188241
Other values (16)	1265056

Length

Max length	8
Median length	8
Mean length	6.030028021
Min length	1

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	no match
2nd row	no match
3rd row	no match
4th row	no match
5th row	no match

Common Values

Value	Count	Frequency (%)
no match	5836113	69.2%
13	586330	7.0%
11	325043	3.9%
1	235304	2.8%
2	188241	2.2%
18	166369	2.0%
7	154173	1.8%
15	152302	1.8%
8	141484	1.7%
20	135501	1.6%
Other values (11)	515227	6.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
no	5836113	40.9%
match	5836113	40.9%
13	586330	4.1%
11	325043	2.3%
1	235304	1.6%
2	188241	1.3%
18	166369	1.2%
7	154173	1.1%
15	152302	1.1%
8	141484	1.0%
Other values (12)	650728	4.6%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	finess	mois	annee	sexe	ghm2	GHS	age	duree	ano_date	anonyme	nbActe	nbRum	modeEntree	modeSortie	cmu	motif	dp	dr	cost	raison	hp_type	severity	ghm_racine	cmd	departement	id_dep	region_label	population_region	Libellé GHM	racine	Libellé GHM Racine	label_cmd	lib_dp	top1_lib_dp_patients_None	top3_region_label_patients_None	top1_lib_dp_patients_SUV	top3_region_label_patients_SUV	top1_lib_dp_patients_CMU	top3_region_label_patients_CMU	top1_lib_dp_patients_AME	top3_region_label_patients_AME	top3_Libellé GHM_patients	region	effectif_region_2020	grp_cln
0	590781415	8	2012	1	05M13T	1815	53	0	25318	GZ90EST3Q2Q7JB1HE	3	1	8	8	1.0	NaN	R073	NaN	784.317704	CMU	Hopital de jour	Pas de niveau de sévérité	05M13	05	59	59	HAUTS-DE-FRANCE	5 987 172	Douleurs thoraciques, très courte durée	05M13	Douleurs thoraciques	Affections de l'appareil circulatoire	Autres douleurs thoraciques	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Hauts-de-France Guyane Bourgogne-Franche-Comté	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	{'Douleurs thoraciques, très courte durée': '50277', 'Actes diagnostiques par voie vasculaire, niveau 1': '27213', 'Mise en place de certains accès vasculaires pour des affections de la CMD 05, séjours de moins de 2 jours': '16227'}	HAUTS-DE-FRANCE	2176665.0	no match
1	590781415	3	2012	2	05M13T	1815	54	0	26349	72UTA1848751GJFYE	3	1	8	8	1.0	NaN	R073	NaN	784.317704	CMU	Hopital de jour	Pas de niveau de sévérité	05M13	05	59	59	HAUTS-DE-FRANCE	5 987 172	Douleurs thoraciques, très courte durée	05M13	Douleurs thoraciques	Affections de l'appareil circulatoire	Autres douleurs thoraciques	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Hauts-de-France Guyane Bourgogne-Franche-Comté	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	{'Douleurs thoraciques, très courte durée': '50277', 'Actes diagnostiques par voie vasculaire, niveau 1': '27213', 'Mise en place de certains accès vasculaires pour des affections de la CMD 05, séjours de moins de 2 jours': '16227'}	HAUTS-DE-FRANCE	2176665.0	no match
2	590781415	4	2012	1	05M13T	1815	65	0	26401	41CY72XBEQRC6B3PE	2	1	8	8	1.0	NaN	R073	NaN	784.317704	CMU	Hopital de jour	Pas de niveau de sévérité	05M13	05	59	59	HAUTS-DE-FRANCE	5 987 172	Douleurs thoraciques, très courte durée	05M13	Douleurs thoraciques	Affections de l'appareil circulatoire	Autres douleurs thoraciques	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Hauts-de-France Guyane Bourgogne-Franche-Comté	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	{'Douleurs thoraciques, très courte durée': '50277', 'Actes diagnostiques par voie vasculaire, niveau 1': '27213', 'Mise en place de certains accès vasculaires pour des affections de la CMD 05, séjours de moins de 2 jours': '16227'}	HAUTS-DE-FRANCE	2176665.0	no match
3	590781415	3	2012	1	05M13T	1815	89	1	24758	KJASY3HU2MXGDQ6XE	2	1	8	8	1.0	NaN	R073	NaN	784.317704	CMU	Sejour de plus d'une journée	Pas de niveau de sévérité	05M13	05	59	59	HAUTS-DE-FRANCE	5 987 172	Douleurs thoraciques, très courte durée	05M13	Douleurs thoraciques	Affections de l'appareil circulatoire	Autres douleurs thoraciques	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Hauts-de-France Guyane Bourgogne-Franche-Comté	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	{'Douleurs thoraciques, très courte durée': '50277', 'Actes diagnostiques par voie vasculaire, niveau 1': '27213', 'Mise en place de certains accès vasculaires pour des affections de la CMD 05, séjours de moins de 2 jours': '16227'}	HAUTS-DE-FRANCE	2176665.0	no match
4	590781415	11	2012	2	05M13T	1815	29	0	24607	PP7G4R91P5ACURKWE	2	1	8	8	1.0	NaN	R073	NaN	784.317704	CMU	Hopital de jour	Pas de niveau de sévérité	05M13	05	59	59	HAUTS-DE-FRANCE	5 987 172	Douleurs thoraciques, très courte durée	05M13	Douleurs thoraciques	Affections de l'appareil circulatoire	Autres douleurs thoraciques	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Hauts-de-France Guyane Bourgogne-Franche-Comté	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	{'Douleurs thoraciques, très courte durée': '50277', 'Actes diagnostiques par voie vasculaire, niveau 1': '27213', 'Mise en place de certains accès vasculaires pour des affections de la CMD 05, séjours de moins de 2 jours': '16227'}	HAUTS-DE-FRANCE	2176665.0	no match
5	590781415	1	2012	1	05M13T	1815	47	1	25113	0DE9462ACMEA8FP3E	3	1	8	8	1.0	NaN	R073	NaN	784.317704	CMU	Sejour de plus d'une journée	Pas de niveau de sévérité	05M13	05	59	59	HAUTS-DE-FRANCE	5 987 172	Douleurs thoraciques, très courte durée	05M13	Douleurs thoraciques	Affections de l'appareil circulatoire	Autres douleurs thoraciques	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Hauts-de-France Guyane Bourgogne-Franche-Comté	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	{'Douleurs thoraciques, très courte durée': '50277', 'Actes diagnostiques par voie vasculaire, niveau 1': '27213', 'Mise en place de certains accès vasculaires pour des affections de la CMD 05, séjours de moins de 2 jours': '16227'}	HAUTS-DE-FRANCE	2176665.0	no match
6	590781415	2	2012	1	05M13T	1815	44	1	23547	Y0ESXDSZ7G64H5NXE	3	1	8	8	1.0	NaN	R073	NaN	784.317704	CMU	Sejour de plus d'une journée	Pas de niveau de sévérité	05M13	05	59	59	HAUTS-DE-FRANCE	5 987 172	Douleurs thoraciques, très courte durée	05M13	Douleurs thoraciques	Affections de l'appareil circulatoire	Autres douleurs thoraciques	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Hauts-de-France Guyane Bourgogne-Franche-Comté	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	{'Douleurs thoraciques, très courte durée': '50277', 'Actes diagnostiques par voie vasculaire, niveau 1': '27213', 'Mise en place de certains accès vasculaires pour des affections de la CMD 05, séjours de moins de 2 jours': '16227'}	HAUTS-DE-FRANCE	2176665.0	no match
7	590781415	8	2012	1	05M13T	1815	59	0	25322	QBCFCCSM43EPC9F5E	2	1	8	8	1.0	NaN	R073	NaN	784.317704	CMU	Hopital de jour	Pas de niveau de sévérité	05M13	05	59	59	HAUTS-DE-FRANCE	5 987 172	Douleurs thoraciques, très courte durée	05M13	Douleurs thoraciques	Affections de l'appareil circulatoire	Autres douleurs thoraciques	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Hauts-de-France Guyane Bourgogne-Franche-Comté	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	{'Douleurs thoraciques, très courte durée': '50277', 'Actes diagnostiques par voie vasculaire, niveau 1': '27213', 'Mise en place de certains accès vasculaires pour des affections de la CMD 05, séjours de moins de 2 jours': '16227'}	HAUTS-DE-FRANCE	2176665.0	no match
8	590781415	7	2012	1	05M13T	1815	56	0	24108	16X1BYNN179DSF0YE	6	1	8	8	1.0	NaN	R073	NaN	784.317704	CMU	Hopital de jour	Pas de niveau de sévérité	05M13	05	59	59	HAUTS-DE-FRANCE	5 987 172	Douleurs thoraciques, très courte durée	05M13	Douleurs thoraciques	Affections de l'appareil circulatoire	Autres douleurs thoraciques	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Hauts-de-France Guyane Bourgogne-Franche-Comté	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	{'Douleurs thoraciques, très courte durée': '50277', 'Actes diagnostiques par voie vasculaire, niveau 1': '27213', 'Mise en place de certains accès vasculaires pour des affections de la CMD 05, séjours de moins de 2 jours': '16227'}	HAUTS-DE-FRANCE	2176665.0	no match
9	590781415	6	2012	1	05M13T	1815	42	0	24865	YU2Z1Q7QPW9MD8KRE	2	1	8	8	1.0	NaN	R073	NaN	784.317704	CMU	Hopital de jour	Pas de niveau de sévérité	05M13	05	59	59	HAUTS-DE-FRANCE	5 987 172	Douleurs thoraciques, très courte durée	05M13	Douleurs thoraciques	Affections de l'appareil circulatoire	Autres douleurs thoraciques	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Hauts-de-France Guyane Bourgogne-Franche-Comté	Douleur thoracique, sans précision	Hauts-de-France Occitanie Provence-Alpes-Côte d'Azur	Douleur thoracique, sans précision	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	{'Douleurs thoraciques, très courte durée': '50277', 'Actes diagnostiques par voie vasculaire, niveau 1': '27213', 'Mise en place de certains accès vasculaires pour des affections de la CMD 05, séjours de moins de 2 jours': '16227'}	HAUTS-DE-FRANCE	2176665.0	no match

Last rows

	finess	mois	annee	sexe	ghm2	GHS	age	duree	ano_date	anonyme	nbActe	nbRum	modeEntree	modeSortie	cmu	motif	dp	dr	cost	raison	hp_type	severity	ghm_racine	cmd	departement	id_dep	region_label	population_region	Libellé GHM	racine	Libellé GHM Racine	label_cmd	lib_dp	top1_lib_dp_patients_None	top3_region_label_patients_None	top1_lib_dp_patients_SUV	top3_region_label_patients_SUV	top1_lib_dp_patients_CMU	top3_region_label_patients_CMU	top1_lib_dp_patients_AME	top3_region_label_patients_AME	top3_Libellé GHM_patients	region	effectif_region_2020	grp_cln
8436077	980500003	5	2015	2	28Z15Z	9614	56	0	25934	4YPSU029SGZ2JAAWE	1	1	8	8	1.0	NaN	Z5180	E104	201.391136	CMU	Hopital de jour	Pas de niveau de sévérité	28Z15	28	976	976	MAYOTTE	299 348	Oxygénothérapie hyperbare, en séances	28Z15	Oxygénothérapie hyperbare, en séances	Séances	Séance d'oxygénothérapie hyperbare	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Mayotte Provence-Alpes-Côte d'Azur Hauts-de-France	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Provence-Alpes-Côte d'Azur Hauts-de-France Occitanie	{'Chimiothérapie pour affection non tumorale, en séances': '49789', 'Chimiothérapie pour tumeur, en séances': '37606', 'Transfusions, en séances': '10231'}	MAYOTTE	2176665.0	no match
8436078	980500003	4	2015	2	28Z15Z	9614	56	0	25928	4YPSU029SGZ2JAAWE	1	1	8	8	1.0	NaN	Z5180	E104	201.391136	CMU	Hopital de jour	Pas de niveau de sévérité	28Z15	28	976	976	MAYOTTE	299 348	Oxygénothérapie hyperbare, en séances	28Z15	Oxygénothérapie hyperbare, en séances	Séances	Séance d'oxygénothérapie hyperbare	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Mayotte Provence-Alpes-Côte d'Azur Hauts-de-France	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Provence-Alpes-Côte d'Azur Hauts-de-France Occitanie	{'Chimiothérapie pour affection non tumorale, en séances': '49789', 'Chimiothérapie pour tumeur, en séances': '37606', 'Transfusions, en séances': '10231'}	MAYOTTE	2176665.0	no match
8436079	980500003	4	2015	2	28Z15Z	9614	56	0	25912	4YPSU029SGZ2JAAWE	1	1	8	8	1.0	NaN	Z5180	E104	201.391136	CMU	Hopital de jour	Pas de niveau de sévérité	28Z15	28	976	976	MAYOTTE	299 348	Oxygénothérapie hyperbare, en séances	28Z15	Oxygénothérapie hyperbare, en séances	Séances	Séance d'oxygénothérapie hyperbare	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Mayotte Provence-Alpes-Côte d'Azur Hauts-de-France	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Provence-Alpes-Côte d'Azur Hauts-de-France Occitanie	{'Chimiothérapie pour affection non tumorale, en séances': '49789', 'Chimiothérapie pour tumeur, en séances': '37606', 'Transfusions, en séances': '10231'}	MAYOTTE	2176665.0	no match
8436080	980500003	1	2016	1	28Z15Z	9614	68	0	24208	PCR21K8N0MFPEW7QE	1	1	8	8	NaN	4.0	Z5180	E105	201.391136	SUV	Hopital de jour	Pas de niveau de sévérité	28Z15	28	976	976	MAYOTTE	299 348	Oxygénothérapie hyperbare, en séances	28Z15	Oxygénothérapie hyperbare, en séances	Séances	Séance d'oxygénothérapie hyperbare	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Mayotte Provence-Alpes-Côte d'Azur Hauts-de-France	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Provence-Alpes-Côte d'Azur Hauts-de-France Occitanie	{'Chimiothérapie pour affection non tumorale, en séances': '49789', 'Chimiothérapie pour tumeur, en séances': '37606', 'Transfusions, en séances': '10231'}	MAYOTTE	2176665.0	no match
8436081	980500003	2	2016	2	28Z15Z	9614	50	0	25411	Y508BK2GCST3G5H3E	1	1	8	8	NaN	4.0	Z5180	M8798	201.391136	SUV	Hopital de jour	Pas de niveau de sévérité	28Z15	28	976	976	MAYOTTE	299 348	Oxygénothérapie hyperbare, en séances	28Z15	Oxygénothérapie hyperbare, en séances	Séances	Séance d'oxygénothérapie hyperbare	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Mayotte Provence-Alpes-Côte d'Azur Hauts-de-France	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Provence-Alpes-Côte d'Azur Hauts-de-France Occitanie	{'Chimiothérapie pour affection non tumorale, en séances': '49789', 'Chimiothérapie pour tumeur, en séances': '37606', 'Transfusions, en séances': '10231'}	MAYOTTE	2176665.0	no match
8436082	980500003	2	2016	1	28Z15Z	9614	68	0	24225	PCR21K8N0MFPEW7QE	1	1	8	8	NaN	4.0	Z5180	E105	201.391136	SUV	Hopital de jour	Pas de niveau de sévérité	28Z15	28	976	976	MAYOTTE	299 348	Oxygénothérapie hyperbare, en séances	28Z15	Oxygénothérapie hyperbare, en séances	Séances	Séance d'oxygénothérapie hyperbare	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Mayotte Provence-Alpes-Côte d'Azur Hauts-de-France	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Provence-Alpes-Côte d'Azur Hauts-de-France Occitanie	{'Chimiothérapie pour affection non tumorale, en séances': '49789', 'Chimiothérapie pour tumeur, en séances': '37606', 'Transfusions, en séances': '10231'}	MAYOTTE	2176665.0	no match
8436083	980500003	2	2016	2	28Z15Z	9614	50	0	25416	Y508BK2GCST3G5H3E	1	1	8	8	NaN	4.0	Z5180	M8798	201.391136	SUV	Hopital de jour	Pas de niveau de sévérité	28Z15	28	976	976	MAYOTTE	299 348	Oxygénothérapie hyperbare, en séances	28Z15	Oxygénothérapie hyperbare, en séances	Séances	Séance d'oxygénothérapie hyperbare	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Mayotte Provence-Alpes-Côte d'Azur Hauts-de-France	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Provence-Alpes-Côte d'Azur Hauts-de-France Occitanie	{'Chimiothérapie pour affection non tumorale, en séances': '49789', 'Chimiothérapie pour tumeur, en séances': '37606', 'Transfusions, en séances': '10231'}	MAYOTTE	2176665.0	no match
8436084	980500003	1	2016	2	28Z15Z	9614	50	0	25395	Y508BK2GCST3G5H3E	1	1	8	8	NaN	4.0	Z5180	M8798	201.391136	SUV	Hopital de jour	Pas de niveau de sévérité	28Z15	28	976	976	MAYOTTE	299 348	Oxygénothérapie hyperbare, en séances	28Z15	Oxygénothérapie hyperbare, en séances	Séances	Séance d'oxygénothérapie hyperbare	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Mayotte Provence-Alpes-Côte d'Azur Hauts-de-France	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Provence-Alpes-Côte d'Azur Hauts-de-France Occitanie	{'Chimiothérapie pour affection non tumorale, en séances': '49789', 'Chimiothérapie pour tumeur, en séances': '37606', 'Transfusions, en séances': '10231'}	MAYOTTE	2176665.0	no match
8436085	980500003	3	2017	2	28Z15Z	9614	1	0	25823	EFCE04MJD9N9FDMPE	1	1	8	8	NaN	4.0	Z5180	M8690	201.391136	SUV	Hopital de jour	Pas de niveau de sévérité	28Z15	28	976	976	MAYOTTE	299 348	Oxygénothérapie hyperbare, en séances	28Z15	Oxygénothérapie hyperbare, en séances	Séances	Séance d'oxygénothérapie hyperbare	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Mayotte Provence-Alpes-Côte d'Azur Hauts-de-France	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Provence-Alpes-Côte d'Azur Hauts-de-France Occitanie	{'Chimiothérapie pour affection non tumorale, en séances': '49789', 'Chimiothérapie pour tumeur, en séances': '37606', 'Transfusions, en séances': '10231'}	MAYOTTE	2176665.0	no match
8436086	980500003	2	2017	2	28Z15Z	9614	37	48	24954	C8K7C8JR85Y5HGAWE	19	1	8	8	NaN	4.0	Z5180	E1150	7576.032194	SUV	Sejour de plus d'une journée	Pas de niveau de sévérité	28Z15	28	976	976	MAYOTTE	299 348	Oxygénothérapie hyperbare, en séances	28Z15	Oxygénothérapie hyperbare, en séances	Séances	Séance d'oxygénothérapie hyperbare	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Mayotte Provence-Alpes-Côte d'Azur Hauts-de-France	Séance d'oxygénothérapie hyperbare	La Réunion Provence-Alpes-Côte d'Azur Occitanie	Séance d'oxygénothérapie hyperbare	Provence-Alpes-Côte d'Azur Hauts-de-France Occitanie	{'Chimiothérapie pour affection non tumorale, en séances': '49789', 'Chimiothérapie pour tumeur, en séances': '37606', 'Transfusions, en séances': '10231'}	MAYOTTE	2176665.0	no match

Most frequently occurring

	mois	annee	ghm2	age	ano_date	anonyme	nbActe	nbRum	modeEntree	motif	dp	dr	cost	raison	hp_type	severity	ghm_racine	cmd	departement	id_dep	region_label	population_region	Libellé GHM	racine	Libellé GHM Racine	label_cmd	lib_dp	top1_lib_dp_patients_None	top3_region_label_patients_None	top1_lib_dp_patients_SUV	top3_region_label_patients_SUV	top1_lib_dp_patients_CMU	top3_region_label_patients_CMU	top1_lib_dp_patients_AME	top3_region_label_patients_AME	region	effectif_region_2020	grp_cln	# duplicates
0	1	2015	28Z07Z	76	24626	E1AHN4Y952FS54GNE	0	1	8	1.0	Z511	C509	1136.752379	AME	Hopital de jour	Pas de niveau de sévérité	28Z07	28	75	75	ÎLE-DE-FRANCE	12 395 148	Chimiothérapie pour tumeur, en séances	28Z07	Chimiothérapie pour tumeur, en séances	Séances	Séance de chimiothérapie pour tumeur	Séance de chimiothérapie pour tumeur	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Séance de chimiothérapie pour tumeur	Île-de-France Mayotte Auvergne-Rhône-Alpes	Séance de chimiothérapie pour tumeur	Île-de-France Hauts-de-France Nouvelle-Aquitaine	Séance de chimiothérapie pour tumeur	Île-de-France Auvergne-Rhône-Alpes Provence-Alpes-Côte d'Azur	ÎLE-DE-FRANCE	6009918.0	13	2
1	1	2017	28Z17Z	33	25358	MKUT4UAT3UWFM3ZPE	0	1	8	1.0	Z512	M352	1929.859974	AME	Hopital de jour	Pas de niveau de sévérité	28Z17	28	75	75	ÎLE-DE-FRANCE	12 395 148	Chimiothérapie pour affection non tumorale, en\nséances	28Z17	Chimiothérapie pour affection non tumorale, en\nséances	Séances	Autres formes de chimiothérapie	Autres formes de chimiothérapie	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Autres formes de chimiothérapie	Guyane Mayotte Île-de-France	Autres formes de chimiothérapie	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Autres formes de chimiothérapie	Île-de-France Guyane Auvergne-Rhône-Alpes	ÎLE-DE-FRANCE	6009918.0	13	2
2	1	2020	04M22Z	8	28042	ABBNUH6G70GUB57KE	2	1	8	1.0	Z098	E840	748.001617	AME	Hopital de jour	Pas de niveau de sévérité	04M22	04	75	75	ÎLE-DE-FRANCE	12 395 148	Explorations et surveillance pour affections de\nl'appareil respiratoire	04M22	Explorations et surveillance pour affections de\nl'appareil respiratoire	Affections de l'appareil respiratoire	Examen de contrôle après d'autres traitements pour d'autres affections	Examen de contrôle après d'autres traitements pour d'autres affections	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Examen de contrôle après d'autres traitements pour d'autres affections	Île-de-France Guyane Provence-Alpes-Côte d'Azur	Examen de contrôle après d'autres traitements pour d'autres affections	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Examen de contrôle après d'autres traitements pour d'autres affections	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	ÎLE-DE-FRANCE	6009918.0	no match	2
3	1	2020	28Z04Z	41	27229	XS0CR8CW0C1S0ZF9E	1	1	8	1.0	Z491	N185	318.771289	AME	Hopital de jour	Pas de niveau de sévérité	28Z04	28	973	973	GUYANE	294 436	Hémodialyse, en séances	28Z04	Hémodialyse, en séances	Séances	Dialyse extra-corporelle	Dialyse extra-corporelle	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Dialyse extra-corporelle	Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	Dialyse extra-corporelle	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Dialyse extra-corporelle	Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	GUYANE	6009918.0	no match	2
4	1	2020	28Z04Z	41	27243	XS0CR8CW0C1S0ZF9E	1	1	8	1.0	Z491	N185	318.771289	AME	Hopital de jour	Pas de niveau de sévérité	28Z04	28	973	973	GUYANE	294 436	Hémodialyse, en séances	28Z04	Hémodialyse, en séances	Séances	Dialyse extra-corporelle	Dialyse extra-corporelle	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Dialyse extra-corporelle	Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	Dialyse extra-corporelle	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Dialyse extra-corporelle	Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	GUYANE	6009918.0	no match	2
5	1	2020	28Z04Z	41	27248	XS0CR8CW0C1S0ZF9E	1	1	8	1.0	Z491	N185	318.771289	AME	Hopital de jour	Pas de niveau de sévérité	28Z04	28	973	973	GUYANE	294 436	Hémodialyse, en séances	28Z04	Hémodialyse, en séances	Séances	Dialyse extra-corporelle	Dialyse extra-corporelle	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Dialyse extra-corporelle	Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	Dialyse extra-corporelle	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Dialyse extra-corporelle	Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	GUYANE	6009918.0	no match	2
6	1	2021	28Z04Z	64	26431	92BBRHAB7NZWHB5SE	1	1	8	1.0	Z491	N185	318.771289	AME	Hopital de jour	Pas de niveau de sévérité	28Z04	28	973	973	GUYANE	294 436	Hémodialyse, en séances	28Z04	Hémodialyse, en séances	Séances	Dialyse extra-corporelle	Dialyse extra-corporelle	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Dialyse extra-corporelle	Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	Dialyse extra-corporelle	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Dialyse extra-corporelle	Île-de-France Auvergne-Rhône-Alpes Hauts-de-France	GUYANE	6009918.0	no match	2
7	1	2021	28Z14Z	39	27187	EQE9D6SH772MB0B2E	0	1	8	1.0	Z5130	D630	910.283735	AME	Hopital de jour	Pas de niveau de sévérité	28Z14	28	75	75	ÎLE-DE-FRANCE	12 395 148	Transfusions, en séances	28Z14	Transfusions, en séances	Séances	Séance de transfusion de produit sanguin labile	Séance de transfusion de produit sanguin labile	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Séance de transfusion de produit sanguin labile	Mayotte Île-de-France Auvergne-Rhône-Alpes	Séance de transfusion de produit sanguin labile	Île-de-France Hauts-de-France Auvergne-Rhône-Alpes	Séance de transfusion de produit sanguin labile	Île-de-France Auvergne-Rhône-Alpes Provence-Alpes-Côte d'Azur	ÎLE-DE-FRANCE	6009918.0	no match	2
8	2	2013	28Z24Z	54	23523	R1WXSJHPZTBR0PWPE	1	1	8	1.0	Z5101	C509	89.004605	AME	Hopital de jour	Pas de niveau de sévérité	28Z24	28	76	76	NORMANDIE	3 307 286	Techniques complexes d'irradiation externe sans\nrepositionnement, en séances	28Z24	Techniques complexes d'irradiation externe sans\nrepositionnement, en séances	Séances	Séance d'irradiation	Séance d'irradiation	Île-de-France Auvergne-Rhône-Alpes Grand Est	Séance d'irradiation	Guadeloupe Île-de-France Auvergne-Rhône-Alpes	Séance d'irradiation	Auvergne-Rhône-Alpes Île-de-France Grand Est	Séance d'irradiation	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	NORMANDIE	6008898.0	no match	2
9	2	2013	28Z24Z	54	23530	R1WXSJHPZTBR0PWPE	1	1	8	1.0	Z5101	C509	89.004605	AME	Hopital de jour	Pas de niveau de sévérité	28Z24	28	76	76	NORMANDIE	3 307 286	Techniques complexes d'irradiation externe sans\nrepositionnement, en séances	28Z24	Techniques complexes d'irradiation externe sans\nrepositionnement, en séances	Séances	Séance d'irradiation	Séance d'irradiation	Île-de-France Auvergne-Rhône-Alpes Grand Est	Séance d'irradiation	Guadeloupe Île-de-France Auvergne-Rhône-Alpes	Séance d'irradiation	Auvergne-Rhône-Alpes Île-de-France Grand Est	Séance d'irradiation	Île-de-France Provence-Alpes-Côte d'Azur Auvergne-Rhône-Alpes	NORMANDIE	6008898.0	no match	2

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Common Values

Length